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Aleksandar Lazarevic

Papers on DiSC'06


Feature Bagging for Outlier Detection

Publications


Note: Links lead to the DBLP on the Web.

Aleksandar Lazarevic

Aleksandar Lazarevic, Vipin Kumar : Feature bagging for outlier detection. KDD 2005 : 157-166

Dragoljub Pokrajac , Vasileios Megalooikonomou , Aleksandar Lazarevic, Despina Kontos , Zoran Obradovic : Applying spatial distribution analysis techniques to classification of 3D medical images. Artificial Intelligence in Medicine 33 (3): 261-280 (2005)

Aleksandar Lazarevic, Ramdev Kanapady , Chandrika Kamath : Effective localized regression for damage detection in large complex mechanical structures. KDD 2004 : 450-459

Despina Kontos , Vasileios Megalooikonomou , Dragoljub Pokrajac , Aleksandar Lazarevic, Zoran Obradovic , Orest B. Boyko , James Ford , Fillia Makedon , Andrew J. Saykin : Extraction of Discriminative Functional MRI Activation Patterns and an Application to Alzheimer's Disease. MICCAI (2) 2004 : 727-735

Aleksandar Lazarevic, Ramdev Kanapady , Chandrika Kamath , Vipin Kumar , Kumar Tamma : Localized Prediction of Continuous Target Variables Using Hierarchical Clustering. ICDM 2003 : 139-146

Nitesh V. Chawla , Aleksandar Lazarevic, Lawrence O. Hall , Kevin W. Bowyer : SMOTEBoost: Improving Prediction of the Minority Class in Boosting. PKDD 2003 : 107-119

Aleksandar Lazarevic, Levent Ertöz , Vipin Kumar , Aysel Ozgur , Jaideep Srivastava : A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. SDM 2003

Aleksandar Lazarevic, Zoran Obradovic : Boosting Algorithms for Parallel and Distributed Learning. Distributed and Parallel Databases 11 (2): 203-229 (2002)

Aleksandar Lazarevic, Zoran Obradovic : Knowledge Discovery in Multiple Spatial Databases. Neural Computing and Applications 10 (4): 339-350 (2002)

Aleksandar Lazarevic, Zoran Obradovic : The distributed boosting algorithm. KDD 2001 : 311-316

Aleksandar Lazarevic, Zoran Obradovic : Data Reduction Using Multiple Models Integration. PKDD 2001 : 301-313

Aleksandar Lazarevic, Zoran Obradovic : Adaptive boosting techniques in heterogeneous and spatial databases. Intell. Data Anal. 5 (4): 285-308 (2001)

Aleksandar Lazarevic, Tim Fiez , Zoran Obradovic : A Software System for Spatial Data Analysis and Modeling. HICSS 2000

Aleksandar Lazarevic, Tim Fiez , Zoran Obradovic : Adaptive Boosting for Spatial Functions with Unstable Driving Attributes. PAKDD 2000 : 329-340

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